GERMAN
GONZALEZ SERRANO
PROFESOR/A AYUDANTE DOCTOR/A
École Polytechnique Fédérale de Lausanne
Lausana, SuizaPublications en collaboration avec des chercheurs de École Polytechnique Fédérale de Lausanne (11)
2016
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Computer vision profiling of neurite outgrowth dynamics reveals spatiotemporal modularity of Rho GTPase signaling
Journal of Cell Biology, Vol. 212, Núm. 1, pp. 91-111
2014
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On the relevance of sparsity for image classification
Computer Vision and Image Understanding, Vol. 125, pp. 115-127
2013
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Automated quantification of morphodynamics for high-throughput live cell time-lapse datasets
Proceedings - International Symposium on Biomedical Imaging
2011
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Automated reconstruction of dendritic and axonal trees by global optimization with geometric priors
Neuroinformatics, Vol. 9, Núm. 2-3, pp. 279-302
2010
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Delineating trees in noisy 2D images and 3D image-stacks
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
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Reconstructing geometrically consistent tree structures from noisy images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009
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Learning rotational features for filament detection
2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009
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Steerable features for statistical 3D dendrite detection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2008
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Automated delineation of dendritic networks in noisy image stacks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2007
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Interactive human pose and action recogniton using dynamical motion primitives
International Journal of Humanoid Robotics, Vol. 4, Núm. 2, pp. 365-385
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Tracking human motion and actions for interactive robots
HRI 2007 - Proceedings of the 2007 ACM/IEEE Conference on Human-Robot Interaction - Robot as Team Member